Depth separation beyond radial functions

Depth separation beyond radial functions

2 February 2021

Joan Bruna

Papers citing "Depth separation beyond radial functions"

7 / 7 papers shown

Title
Spectral complexity of deep neural networks Simmaco Di Lillo Domenico Marinucci Michele Salvi Stefano Vigogna BDL 82 1 0 15 May 2024
Exponential Separations in Symmetric Neural Networks Aaron Zweig Joan Bruna 32 7 0 02 Jun 2022
Depth and Feature Learning are Provably Beneficial for Neural Network Discriminators Carles Domingo-Enrich MLT MDE 31 0 0 27 Dec 2021
Optimization-Based Separations for Neural Networks Itay Safran Jason D. Lee 194 14 0 04 Dec 2021
Size and Depth Separation in Approximating Benign Functions with Neural Networks Gal Vardi Daniel Reichman T. Pitassi Ohad Shamir 28 7 0 30 Jan 2021
$Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with $ \ell^1 $ and $ \ell^0 $ Controls$ Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with $\ell^1$ and $\ell^0$ Controls Jason M. Klusowski Andrew R. Barron 132 142 0 26 Jul 2016
Benefits of depth in neural networks Matus Telgarsky 153 603 0 14 Feb 2016